{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "e62dbe1a-b595-4f2c-b25b-04faa856c937",
   "metadata": {},
   "source": [
    "# Using the Sup3rCC Data\n",
    "\n",
    "This notebook has examples of how to access and use the Sup3rCC data. Note that you don't need a full sup3r software installation to run this notebook. Just a simple [rex](https://github.com/NREL/rex) environment with matplotlib will do it. "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "14d1562d-ccdb-4256-916b-344e1a6588c8",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "import numpy as np\n",
    "import pandas as pd\n",
    "import matplotlib.pyplot as plt\n",
    "from scipy.stats import gaussian_kde\n",
    "from rex import MultiFileResourceX, ResourceX"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2ad3e5a8-9adb-4d4b-9ca7-25dd91660a62",
   "metadata": {
    "tags": []
   },
   "source": [
    "## Importing the Data\n",
    "\n",
    "Here we load data from the 2015 and the 2050 files. Note that:\n",
    "\n",
    "1. The 2015 year does not represent the actual historical weather in 2015, just the historical climate in 2015\n",
    "2. Comparing single years is inprecise because interannual variability can skew the results, we use single years here just for illustrative purposes\n",
    "3. The access patterns are different if you're on Eagle (the NREL supercomputer) versus if you're accessing via a remote machine. In the latter case, you'll need to use HSDS. See the instructions [here](https://nrel.github.io/rex/misc/examples.hsds.html) for more details on how to set that up. The code below assumes you'll use an NREL API key, but if you want to setup a local HSDS server you'll have to modify `hsds_kwargs` accordingly. The NREL API can throw ambiguous errors such as `OSError: Error retrieving data: None`. This typically happens if the NREL API is down, is experiencing bandwidth issues, or if you're attempting to read too much data for the public service (see the rex hsds examples link above for instructions on how to set up your own HSDS service)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "e92ab01f-6863-4021-9dcf-855e8e3a187c",
   "metadata": {},
   "outputs": [],
   "source": [
    "option = 'hsds'\n",
    "\n",
    "if option == 'eagle':\n",
    "    # Use this code block if you want to access Sup3rCC data on Eagle\n",
    "    data_dir = '/datasets/sup3rcc/conus_mriesm20_ssp585_r1i1p1f1/'\n",
    "    fn_2015 = 'sup3rcc_conus_mriesm20_ssp585_r1i1p1f1_*_2015.h5'\n",
    "    fn_2050 = 'sup3rcc_conus_mriesm20_ssp585_r1i1p1f1_*_2050.h5'\n",
    "    handler_2015 = MultiFileResourceX(os.path.join(data_dir, fn_2015))\n",
    "    handler_2050 = MultiFileResourceX(os.path.join(data_dir, fn_2050))\n",
    "    \n",
    "elif option == 'hsds':\n",
    "    # Use this code block if you want to access Sup3rCC data remotely via HSDS\n",
    "    data_dir = '/nrel/sup3rcc/conus_mriesm20_ssp585_r1i1p1f1/'\n",
    "    fn_2015 = 'sup3rcc_conus_mriesm20_ssp585_r1i1p1f1_2015.h5'\n",
    "    fn_2050 = 'sup3rcc_conus_mriesm20_ssp585_r1i1p1f1_2050.h5'\n",
    "    hsds_kwargs = {'endpoint': 'https://developer.nrel.gov/api/hsds', \n",
    "                   'api_key': '{YOUR_API_KEY_HERE}',\n",
    "                  }\n",
    "    handler_2015 = ResourceX(os.path.join(data_dir, fn_2015), hsds=True, hsds_kwargs=hsds_kwargs)\n",
    "    handler_2050 = ResourceX(os.path.join(data_dir, fn_2050), hsds=True, hsds_kwargs=hsds_kwargs)\n",
    "\n",
    "else:\n",
    "    raise NotImplementedError"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "5373dbab-ea79-49a7-a565-ddb5b60446d5",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "['dhi',\n",
       " 'dni',\n",
       " 'ghi',\n",
       " 'meta',\n",
       " 'pressure_0m',\n",
       " 'relativehumidity_2m',\n",
       " 'temperature_2m',\n",
       " 'time_index',\n",
       " 'winddirection_100m',\n",
       " 'winddirection_10m',\n",
       " 'winddirection_200m',\n",
       " 'windspeed_100m',\n",
       " 'windspeed_10m',\n",
       " 'windspeed_200m']"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "latitude         39.723133\n",
       "longitude      -105.165001\n",
       "timezone              -7.0\n",
       "elevation             1876\n",
       "country      United States\n",
       "state             Colorado\n",
       "county           Jefferson\n",
       "offshore                 0\n",
       "eez                      1\n",
       "Name: 389950, dtype: object"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# coordinate for NREL campus\n",
    "coord = (39.741, -105.171)\n",
    "\n",
    "dsets = handler_2015.dsets\n",
    "gid = handler_2015.lat_lon_gid(coord)\n",
    "meta = handler_2015.meta\n",
    "ti_2015 = handler_2015.time_index\n",
    "data_2015 = pd.DataFrame({'ghi': handler_2015['ghi', :, gid],\n",
    "                          'ws': handler_2015['windspeed_100m', :, gid],\n",
    "                          'temp': handler_2015['temperature_2m', :, gid]},\n",
    "                         index=ti_2015)\n",
    "\n",
    "ti_2050 = handler_2050.time_index\n",
    "data_2050 = pd.DataFrame({'ghi': handler_2050['ghi', :, gid],\n",
    "                          'ws': handler_2050['windspeed_100m', :, gid],\n",
    "                          'temp': handler_2050['temperature_2m', :, gid]},\n",
    "                         index=ti_2050)\n",
    "\n",
    "display(dsets)\n",
    "display(meta.loc[gid])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "a79af934-f6e1-45cf-93da-5f9e2880a3d5",
   "metadata": {},
   "source": [
    "## Comparing Differences in Temperature\n",
    "\n",
    "Here, we can see that 2050 has an increase in average dry bulb temperature versus 2015, as well as more extreme hot and cold events."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "31fbdb12-559d-4f58-a2d9-b2896a60c484",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ghi</th>\n",
       "      <th>ws</th>\n",
       "      <th>temp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>8760.000000</td>\n",
       "      <td>8760.000000</td>\n",
       "      <td>8760.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>209.282648</td>\n",
       "      <td>3.378573</td>\n",
       "      <td>8.700505</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>286.185285</td>\n",
       "      <td>2.151688</td>\n",
       "      <td>10.412423</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>-19.379999</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.860000</td>\n",
       "      <td>0.380000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>2.920000</td>\n",
       "      <td>7.610000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>402.000000</td>\n",
       "      <td>4.390000</td>\n",
       "      <td>16.850000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>1023.000000</td>\n",
       "      <td>16.480000</td>\n",
       "      <td>34.540001</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               ghi           ws         temp\n",
       "count  8760.000000  8760.000000  8760.000000\n",
       "mean    209.282648     3.378573     8.700505\n",
       "std     286.185285     2.151688    10.412423\n",
       "min       0.000000     0.010000   -19.379999\n",
       "25%       0.000000     1.860000     0.380000\n",
       "50%       0.000000     2.920000     7.610000\n",
       "75%     402.000000     4.390000    16.850000\n",
       "max    1023.000000    16.480000    34.540001"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>ghi</th>\n",
       "      <th>ws</th>\n",
       "      <th>temp</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>count</th>\n",
       "      <td>8760.000000</td>\n",
       "      <td>8760.000000</td>\n",
       "      <td>8760.000000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>mean</th>\n",
       "      <td>221.332192</td>\n",
       "      <td>3.564847</td>\n",
       "      <td>9.954342</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>std</th>\n",
       "      <td>296.234492</td>\n",
       "      <td>2.364555</td>\n",
       "      <td>12.076827</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>min</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>0.010000</td>\n",
       "      <td>-25.790001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>25%</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>1.860000</td>\n",
       "      <td>0.620000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>50%</th>\n",
       "      <td>0.000000</td>\n",
       "      <td>3.020000</td>\n",
       "      <td>9.210000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>75%</th>\n",
       "      <td>439.000000</td>\n",
       "      <td>4.680000</td>\n",
       "      <td>19.450001</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>max</th>\n",
       "      <td>1036.000000</td>\n",
       "      <td>15.250000</td>\n",
       "      <td>38.080002</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "               ghi           ws         temp\n",
       "count  8760.000000  8760.000000  8760.000000\n",
       "mean    221.332192     3.564847     9.954342\n",
       "std     296.234492     2.364555    12.076827\n",
       "min       0.000000     0.010000   -25.790001\n",
       "25%       0.000000     1.860000     0.620000\n",
       "50%       0.000000     3.020000     9.210000\n",
       "75%     439.000000     4.680000    19.450001\n",
       "max    1036.000000    15.250000    38.080002"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/plain": [
       "<matplotlib.legend.Legend at 0x14f861a60>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "display(data_2015.describe())\n",
    "display(data_2050.describe())\n",
    "\n",
    "plt.hist([data_2015['temp'].values, data_2050['temp'].values], bins=30);\n",
    "plt.xlabel('Dry Bulb Tempeature (C)')\n",
    "plt.ylabel('Counts (Number of Hours)')\n",
    "plt.legend(['2015', '2050'])"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "eee7d8f7-52f8-4634-bab7-366d24f60f5f",
   "metadata": {},
   "source": [
    "# Wind and Solar Resource\n",
    "\n",
    "You can use joint probability distributions to visualize the distribution of syncronous wind and solar resources. In practice, you would want to use a tool like the System Advisor Model (SAM) or the Renewable Energy Potential Model (reV) to convert these meteorological variables into potential power generation."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "47c97069-fdea-4be6-a539-3319523fac98",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '2050 Hourly Windspeed (m/s)')"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 2, figsize=(10, 4))\n",
    "\n",
    "def get_density(x, y):\n",
    "    xy = np.vstack([x,y])\n",
    "    z = gaussian_kde(xy)(xy)\n",
    "    z = (z - z.min()) / (z.max() - z.min())\n",
    "    return z\n",
    "\n",
    "c1 = get_density(data_2015['ghi'], data_2015['ws'])\n",
    "c2 = get_density(data_2050['ghi'], data_2050['ws'])\n",
    "\n",
    "ax[0].scatter(data_2015['ghi'], data_2015['ws'], c=c1, vmin=0, vmax=0.5)\n",
    "ax[1].scatter(data_2050['ghi'], data_2050['ws'], c=c2, vmin=0, vmax=0.5)\n",
    "\n",
    "for subax in ax:\n",
    "    subax.set_xlim(0, 1100)\n",
    "    subax.set_ylim(0, 18)\n",
    "    \n",
    "ax[0].set_xlabel('2015 Hourly GHI (W/m2)')\n",
    "ax[0].set_ylabel('2015 Hourly Windspeed (m/s)')\n",
    "ax[1].set_xlabel('2050 Hourly GHI (W/m2)')\n",
    "ax[1].set_ylabel('2050 Hourly Windspeed (m/s)')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "a3ebd337-f72c-41c5-a599-4cba6608fa35",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '2050 Daily Average Windspeed (m/s)')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1000x400 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 2, figsize=(10, 4))\n",
    "\n",
    "def get_daily_means(arr):\n",
    "    arr = np.roll(arr, -7)\n",
    "    day_slices = [slice(i, i+24) for i in range(0, 8760, 24)]\n",
    "    arr = [arr[islice].mean() for islice in day_slices]\n",
    "    return np.array(arr)\n",
    "\n",
    "ghi_2015 = get_daily_means(data_2015['ghi'])\n",
    "ghi_2050 = get_daily_means(data_2050['ghi'])\n",
    "ws_2015 = get_daily_means(data_2015['ws'])\n",
    "ws_2050 = get_daily_means(data_2050['ws'])\n",
    "\n",
    "c1 = get_density(ghi_2015, ws_2015)\n",
    "c2 = get_density(ghi_2050, ws_2050)\n",
    "\n",
    "ax[0].scatter(ghi_2015, ws_2015, c=c1, vmin=0, vmax=1)\n",
    "ax[1].scatter(ghi_2050, ws_2050, c=c2, vmin=0, vmax=1)\n",
    "\n",
    "for subax in ax:\n",
    "    subax.set_xlim(0, 400)\n",
    "    subax.set_ylim(0, 12)\n",
    "    \n",
    "ax[0].set_xlabel('2015 Daily Average GHI (W/m2)')\n",
    "ax[0].set_ylabel('2015 Daily Average Windspeed (m/s)')\n",
    "ax[1].set_xlabel('2050 Daily Average GHI (W/m2)')\n",
    "ax[1].set_ylabel('2050 Daily Average Windspeed (m/s)')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "f4690263-5247-4048-9fda-0e0a44ac1de4",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0, 0.5, '2050 Daily Average Windspeed (m/s)')"
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x400 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "fig, ax = plt.subplots(1, 2, figsize=(12, 4))\n",
    "\n",
    "def get_daily_means(arr):\n",
    "    arr = np.roll(arr, -7)\n",
    "    day_slices = [slice(i, i+24) for i in range(0, 8760, 24)]\n",
    "    arr = [arr[islice].mean() for islice in day_slices]\n",
    "    return np.array(arr)\n",
    "\n",
    "ghi_2015 = get_daily_means(data_2015['ghi'])\n",
    "ghi_2050 = get_daily_means(data_2050['ghi'])\n",
    "ws_2015 = get_daily_means(data_2015['ws'])\n",
    "ws_2050 = get_daily_means(data_2050['ws'])\n",
    "temp_2015 = get_daily_means(data_2015['temp'])\n",
    "temp_2050 = get_daily_means(data_2050['temp'])\n",
    "\n",
    "a = ax[0].scatter(ghi_2015, ws_2015, c=temp_2015, vmin=-15, vmax=30, cmap='bwr')\n",
    "b = ax[1].scatter(ghi_2050, ws_2050, c=temp_2015, vmin=-15, vmax=30, cmap='bwr')\n",
    "plt.colorbar(b, ax=ax, label='Daily Average Temperature (C)')\n",
    "\n",
    "for subax in ax:\n",
    "    subax.set_xlim(0, 400)\n",
    "    subax.set_ylim(0, 12)\n",
    "    \n",
    "ax[0].set_xlabel('2015 Daily Average GHI (W/m2)')\n",
    "ax[0].set_ylabel('2015 Daily Average Windspeed (m/s)')\n",
    "ax[1].set_xlabel('2050 Daily Average GHI (W/m2)')\n",
    "ax[1].set_ylabel('2050 Daily Average Windspeed (m/s)')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "43a6f7df-12f8-4587-a71c-f637fddee6b0",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7f87550c-8699-4c0b-a228-247dc3aae4b6",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.9.16"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
